Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2644 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 413.2 KiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 20 |
|---|
Life expectancy is highly correlated with Adult Mortality and 3 other fields | High correlation |
Adult Mortality is highly correlated with Life expectancy and 1 other fields | High correlation |
infant deaths is highly correlated with Measles and 2 other fields | High correlation |
percentage expenditure is highly correlated with GDP | High correlation |
Hepatitis B is highly correlated with Diphtheria | High correlation |
Measles is highly correlated with infant deaths and 1 other fields | High correlation |
BMI is highly correlated with Life expectancy and 1 other fields | High correlation |
under-five deaths is highly correlated with infant deaths and 2 other fields | High correlation |
Polio is highly correlated with Diphtheria | High correlation |
Diphtheria is highly correlated with Hepatitis B and 1 other fields | High correlation |
HIV/AIDS is highly correlated with Adult Mortality | High correlation |
GDP is highly correlated with percentage expenditure | High correlation |
Population is highly correlated with infant deaths and 1 other fields | High correlation |
thinness 10-19 years is highly correlated with thinness 5-9 years | High correlation |
thinness 5-9 years is highly correlated with thinness 10-19 years | High correlation |
Income composition of resources is highly correlated with Life expectancy and 1 other fields | High correlation |
Schooling is highly correlated with Life expectancy and 2 other fields | High correlation |
Life expectancy is highly correlated with Adult Mortality and 11 other fields | High correlation |
Adult Mortality is highly correlated with Life expectancy and 2 other fields | High correlation |
infant deaths is highly correlated with Life expectancy and 6 other fields | High correlation |
percentage expenditure is highly correlated with GDP and 2 other fields | High correlation |
Hepatitis B is highly correlated with Polio and 1 other fields | High correlation |
Measles is highly correlated with infant deaths and 1 other fields | High correlation |
BMI is highly correlated with Life expectancy and 7 other fields | High correlation |
under-five deaths is highly correlated with Life expectancy and 6 other fields | High correlation |
Polio is highly correlated with Life expectancy and 3 other fields | High correlation |
Diphtheria is highly correlated with Life expectancy and 4 other fields | High correlation |
HIV/AIDS is highly correlated with Life expectancy and 7 other fields | High correlation |
GDP is highly correlated with Life expectancy and 3 other fields | High correlation |
thinness 10-19 years is highly correlated with Life expectancy and 3 other fields | High correlation |
thinness 5-9 years is highly correlated with Life expectancy and 3 other fields | High correlation |
Income composition of resources is highly correlated with Life expectancy and 11 other fields | High correlation |
Schooling is highly correlated with Life expectancy and 8 other fields | High correlation |
Life expectancy is highly correlated with Adult Mortality and 3 other fields | High correlation |
Adult Mortality is highly correlated with Life expectancy | High correlation |
infant deaths is highly correlated with under-five deaths | High correlation |
percentage expenditure is highly correlated with GDP | High correlation |
Hepatitis B is highly correlated with Polio and 1 other fields | High correlation |
under-five deaths is highly correlated with infant deaths | High correlation |
Polio is highly correlated with Hepatitis B and 1 other fields | High correlation |
Diphtheria is highly correlated with Hepatitis B and 1 other fields | High correlation |
HIV/AIDS is highly correlated with Life expectancy | High correlation |
GDP is highly correlated with percentage expenditure | High correlation |
thinness 10-19 years is highly correlated with thinness 5-9 years | High correlation |
thinness 5-9 years is highly correlated with thinness 10-19 years | High correlation |
Income composition of resources is highly correlated with Life expectancy and 1 other fields | High correlation |
Schooling is highly correlated with Life expectancy and 1 other fields | High correlation |
HIV/AIDS is highly correlated with Adult Mortality | High correlation |
infant deaths is highly correlated with Population and 4 other fields | High correlation |
percentage expenditure is highly correlated with Schooling and 1 other fields | High correlation |
Polio is highly correlated with Diphtheria and 5 other fields | High correlation |
Population is highly correlated with infant deaths and 2 other fields | High correlation |
Alcohol is highly correlated with Schooling and 1 other fields | High correlation |
thinness 10-19 years is highly correlated with infant deaths and 8 other fields | High correlation |
under-five deaths is highly correlated with infant deaths and 4 other fields | High correlation |
Unnamed: 0 is highly correlated with thinness 10-19 years | High correlation |
Diphtheria is highly correlated with Polio and 6 other fields | High correlation |
Hepatitis B is highly correlated with Polio and 2 other fields | High correlation |
Life expectancy is highly correlated with Polio and 5 other fields | High correlation |
Income composition of resources is highly correlated with thinness 10-19 years and 7 other fields | High correlation |
Adult Mortality is highly correlated with HIV/AIDS and 7 other fields | High correlation |
thinness 5-9 years is highly correlated with infant deaths and 4 other fields | High correlation |
Schooling is highly correlated with percentage expenditure and 10 other fields | High correlation |
Measles is highly correlated with infant deaths and 1 other fields | High correlation |
BMI is highly correlated with Polio and 9 other fields | High correlation |
Total expenditure is highly correlated with Schooling and 1 other fields | High correlation |
GDP is highly correlated with percentage expenditure and 1 other fields | High correlation |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
infant deaths has 803 (30.4%) zeros | Zeros |
Alcohol has 177 (6.7%) zeros | Zeros |
percentage expenditure has 498 (18.8%) zeros | Zeros |
Hepatitis B has 519 (19.6%) zeros | Zeros |
Measles has 899 (34.0%) zeros | Zeros |
BMI has 34 (1.3%) zeros | Zeros |
under-five deaths has 747 (28.3%) zeros | Zeros |
Total expenditure has 208 (7.9%) zeros | Zeros |
GDP has 352 (13.3%) zeros | Zeros |
Population has 540 (20.4%) zeros | Zeros |
thinness 10-19 years has 34 (1.3%) zeros | Zeros |
thinness 5-9 years has 34 (1.3%) zeros | Zeros |
Income composition of resources has 230 (8.7%) zeros | Zeros |
Schooling has 141 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-21 01:22:18.992694 |
|---|---|
| Analysis finished | 2022-03-21 01:23:01.264805 |
| Duration | 42.27 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 2644 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1321.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2643 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 132.15 |
| Q1 | 660.75 |
| median | 1321.5 |
| Q3 | 1982.25 |
| 95-th percentile | 2510.85 |
| Maximum | 2643 |
| Range | 2643 |
| Interquartile range (IQR) | 1321.5 |
Descriptive statistics
| Standard deviation | 763.4013798 |
|---|---|
| Coefficient of variation (CV) | 0.5776779264 |
| Kurtosis | -1.2 |
| Mean | 1321.5 |
| Median Absolute Deviation (MAD) | 661 |
| Skewness | 0 |
| Sum | 3494046 |
| Variance | 582781.6667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2047 | 1 | < 0.1% |
| 1176 | 1 | < 0.1% |
| 1172 | 1 | < 0.1% |
| 1170 | 1 | < 0.1% |
| 1168 | 1 | < 0.1% |
| 1166 | 1 | < 0.1% |
| 1164 | 1 | < 0.1% |
| 1162 | 1 | < 0.1% |
| 1160 | 1 | < 0.1% |
| 1158 | 1 | < 0.1% |
| Other values (2634) | 2634 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 2643 | 1 | |
| 2642 | 1 | |
| 2641 | 1 | |
| 2640 | 1 | |
| 2639 | 1 | |
| 2638 | 1 | |
| 2637 | 1 | |
| 2636 | 1 | |
| 2635 | 1 | |
| 2634 | 1 |
Life expectancy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 359 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.06879728 |
| Minimum | 0 |
|---|---|
| Maximum | 89 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 51.4 |
| Q1 | 62.975 |
| median | 72.1 |
| Q3 | 75.8 |
| 95-th percentile | 82 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 12.825 |
Descriptive statistics
| Standard deviation | 10.35175726 |
|---|---|
| Coefficient of variation (CV) | 0.1498760319 |
| Kurtosis | 5.676098829 |
| Mean | 69.06879728 |
| Median Absolute Deviation (MAD) | 5.9 |
| Skewness | -1.429161629 |
| Sum | 182617.9 |
| Variance | 107.1588785 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 73 | 44 | 1.7% |
| 75 | 30 | 1.1% |
| 78 | 26 | 1.0% |
| 73.6 | 24 | 0.9% |
| 81 | 23 | 0.9% |
| 73.9 | 23 | 0.9% |
| 74.1 | 22 | 0.8% |
| 76 | 22 | 0.8% |
| 74.5 | 22 | 0.8% |
| 73.5 | 21 | 0.8% |
| Other values (349) | 2387 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 36.3 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 41.5 | 1 | < 0.1% |
| 42.3 | 1 | < 0.1% |
| 43.1 | 1 | < 0.1% |
| 43.3 | 1 | < 0.1% |
| 43.5 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 11 | |
| 88 | 10 | |
| 87 | 8 | |
| 86 | 13 | |
| 85 | 12 | |
| 84 | 11 | |
| 83.7 | 1 | < 0.1% |
| 83.5 | 2 | 0.1% |
| 83.4 | 1 | < 0.1% |
| 83.3 | 1 | < 0.1% |
Adult Mortality
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 409 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.4652042 |
| Minimum | 0 |
|---|---|
| Maximum | 699 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 73 |
| median | 143 |
| Q3 | 226.25 |
| 95-th percentile | 392.7 |
| Maximum | 699 |
| Range | 699 |
| Interquartile range (IQR) | 153.25 |
Descriptive statistics
| Standard deviation | 121.1869533 |
|---|---|
| Coefficient of variation (CV) | 0.7459255896 |
| Kurtosis | 1.407400036 |
| Mean | 162.4652042 |
| Median Absolute Deviation (MAD) | 76 |
| Skewness | 1.082963128 |
| Sum | 429558 |
| Variance | 14686.27764 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 28 | 1.1% |
| 14 | 26 | 1.0% |
| 16 | 25 | 0.9% |
| 11 | 22 | 0.8% |
| 144 | 22 | 0.8% |
| 138 | 22 | 0.8% |
| 19 | 20 | 0.8% |
| 15 | 19 | 0.7% |
| 127 | 19 | 0.7% |
| 66 | 19 | 0.7% |
| Other values (399) | 2422 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 11 | |
| 2 | 8 | |
| 3 | 6 | 0.2% |
| 4 | 4 | 0.2% |
| 5 | 2 | 0.1% |
| 6 | 13 | |
| 7 | 15 | |
| 8 | 10 | |
| 9 | 12 |
| Value | Count | Frequency (%) |
| 699 | 1 | |
| 693 | 1 | |
| 682 | 1 | |
| 679 | 1 | |
| 675 | 1 | |
| 666 | 1 | |
| 654 | 1 | |
| 652 | 1 | |
| 648 | 1 | |
| 647 | 1 |
infant deaths
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 197 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.14409985 |
| Minimum | 0 |
|---|---|
| Maximum | 1800 |
| Zeros | 803 |
| Zeros (%) | 30.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 18 |
| 95-th percentile | 95 |
| Maximum | 1800 |
| Range | 1800 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 123.9323197 |
|---|---|
| Coefficient of variation (CV) | 3.979319367 |
| Kurtosis | 105.2156075 |
| Mean | 31.14409985 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 9.349131179 |
| Sum | 82345 |
| Variance | 15359.21986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 317 | 12.0% |
| 2 | 203 | 7.7% |
| 3 | 157 | 5.9% |
| 4 | 79 | 3.0% |
| 8 | 57 | 2.2% |
| 10 | 44 | 1.7% |
| 7 | 44 | 1.7% |
| 9 | 37 | 1.4% |
| 11 | 36 | 1.4% |
| Other values (187) | 867 |
| Value | Count | Frequency (%) |
| 0 | 803 | |
| 1 | 317 | 12.0% |
| 2 | 203 | 7.7% |
| 3 | 157 | 5.9% |
| 4 | 79 | 3.0% |
| 5 | 35 | 1.3% |
| 6 | 35 | 1.3% |
| 7 | 44 | 1.7% |
| 8 | 57 | 2.2% |
| 9 | 37 | 1.4% |
| Value | Count | Frequency (%) |
| 1800 | 2 | |
| 1700 | 2 | |
| 1600 | 1 | |
| 1500 | 2 | |
| 1400 | 1 | |
| 1300 | 2 | |
| 1200 | 1 | |
| 1100 | 2 | |
| 1000 | 1 | |
| 957 | 1 |
| Distinct | 1032 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.328683812 |
| Minimum | 0 |
|---|---|
| Maximum | 17.87 |
| Zeros | 177 |
| Zeros (%) | 6.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4075 |
| median | 3.225 |
| Q3 | 7.495 |
| 95-th percentile | 12 |
| Maximum | 17.87 |
| Range | 17.87 |
| Interquartile range (IQR) | 7.0875 |
Descriptive statistics
| Standard deviation | 4.146851238 |
|---|---|
| Coefficient of variation (CV) | 0.9579935651 |
| Kurtosis | -0.7594094965 |
| Mean | 4.328683812 |
| Median Absolute Deviation (MAD) | 3.17 |
| Skewness | 0.660487079 |
| Sum | 11445.04 |
| Variance | 17.19637519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 275 | 10.4% |
| 0 | 177 | 6.7% |
| 0.03 | 14 | 0.5% |
| 0.02 | 12 | 0.5% |
| 0.09 | 12 | 0.5% |
| 0.21 | 10 | 0.4% |
| 1.18 | 9 | 0.3% |
| 0.55 | 9 | 0.3% |
| 0.56 | 9 | 0.3% |
| 0.54 | 9 | 0.3% |
| Other values (1022) | 2108 |
| Value | Count | Frequency (%) |
| 0 | 177 | |
| 0.01 | 275 | |
| 0.02 | 12 | 0.5% |
| 0.03 | 14 | 0.5% |
| 0.04 | 6 | 0.2% |
| 0.05 | 8 | 0.3% |
| 0.06 | 8 | 0.3% |
| 0.07 | 2 | 0.1% |
| 0.08 | 8 | 0.3% |
| 0.09 | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 17.87 | 1 | |
| 17.31 | 1 | |
| 16.99 | 1 | |
| 16.58 | 1 | |
| 16.35 | 1 | |
| 15.52 | 1 | |
| 15.19 | 1 | |
| 15.14 | 1 | |
| 15.07 | 1 | |
| 15.04 | 2 |
percentage expenditure
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2147 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 792.4655522 |
| Minimum | 0 |
|---|---|
| Maximum | 19479.91161 |
| Zeros | 498 |
| Zeros (%) | 18.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7.044564582 |
| median | 70.64878737 |
| Q3 | 485.9595594 |
| 95-th percentile | 5066.826671 |
| Maximum | 19479.91161 |
| Range | 19479.91161 |
| Interquartile range (IQR) | 478.9149948 |
Descriptive statistics
| Standard deviation | 2077.768681 |
|---|---|
| Coefficient of variation (CV) | 2.6219041 |
| Kurtosis | 24.06125676 |
| Mean | 792.4655522 |
| Median Absolute Deviation (MAD) | 70.64878737 |
| Skewness | 4.444776518 |
| Sum | 2095278.92 |
| Variance | 4317122.69 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 498 | 18.8% |
| 151.1045552 | 1 | < 0.1% |
| 0.962497052 | 1 | < 0.1% |
| 6164.455402 | 1 | < 0.1% |
| 70.27113179 | 1 | < 0.1% |
| 5.103249438 | 1 | < 0.1% |
| 8.758214538 | 1 | < 0.1% |
| 3.43334364 | 1 | < 0.1% |
| 2698.01817 | 1 | < 0.1% |
| 2160.380199 | 1 | < 0.1% |
| Other values (2137) | 2137 |
| Value | Count | Frequency (%) |
| 0 | 498 | |
| 0.09987219 | 1 | < 0.1% |
| 0.108055973 | 1 | < 0.1% |
| 0.27564826 | 1 | < 0.1% |
| 0.328418056 | 1 | < 0.1% |
| 0.388253772 | 1 | < 0.1% |
| 0.397228764 | 1 | < 0.1% |
| 0.5305728 | 1 | < 0.1% |
| 0.661540371 | 1 | < 0.1% |
| 0.66751505 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19479.91161 | 1 | |
| 19099.04506 | 1 | |
| 18961.3486 | 1 | |
| 18822.86732 | 1 | |
| 18379.32974 | 1 | |
| 17028.52798 | 1 | |
| 16255.16198 | 1 | |
| 15515.75234 | 1 | |
| 15345.4907 | 1 | |
| 15268.06445 | 1 |
Hepatitis B
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 87 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.53290469 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 519 |
| Zeros (%) | 19.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.75 |
| median | 87 |
| Q3 | 96 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 81.25 |
Descriptive statistics
| Standard deviation | 39.22134736 |
|---|---|
| Coefficient of variation (CV) | 0.5984985337 |
| Kurtosis | -1.018651157 |
| Mean | 65.53290469 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.8708038193 |
| Sum | 173269 |
| Variance | 1538.314089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 99 | 223 | 8.4% |
| 98 | 195 | 7.4% |
| 96 | 155 | 5.9% |
| 97 | 141 | 5.3% |
| 95 | 134 | 5.1% |
| 94 | 111 | 4.2% |
| 93 | 94 | 3.6% |
| 92 | 69 | 2.6% |
| 89 | 67 | 2.5% |
| Other values (77) | 936 |
| Value | Count | Frequency (%) |
| 0 | 519 | |
| 1 | 1 | < 0.1% |
| 2 | 4 | 0.2% |
| 4 | 3 | 0.1% |
| 5 | 7 | 0.3% |
| 6 | 15 | 0.6% |
| 7 | 17 | 0.6% |
| 8 | 36 | 1.4% |
| 9 | 51 | 1.9% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 223 | |
| 98 | 195 | |
| 97 | 141 | |
| 96 | 155 | |
| 95 | 134 | |
| 94 | 111 | |
| 93 | 94 | |
| 92 | 69 | 2.6% |
| 91 | 67 | 2.5% |
| 89 | 67 | 2.5% |
| Distinct | 859 |
|---|---|
| Distinct (%) | 32.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2432.922844 |
| Minimum | 0 |
|---|---|
| Maximum | 212183 |
| Zeros | 899 |
| Zeros (%) | 34.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14 |
| Q3 | 329.75 |
| 95-th percentile | 9561.55 |
| Maximum | 212183 |
| Range | 212183 |
| Interquartile range (IQR) | 329.75 |
Descriptive statistics
| Standard deviation | 11868.65244 |
|---|---|
| Coefficient of variation (CV) | 4.878351349 |
| Kurtosis | 110.7863047 |
| Mean | 2432.922844 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 9.361772676 |
| Sum | 6432648 |
| Variance | 140864910.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 899 | |
| 1 | 98 | 3.7% |
| 2 | 66 | 2.5% |
| 3 | 41 | 1.6% |
| 4 | 30 | 1.1% |
| 6 | 29 | 1.1% |
| 7 | 25 | 0.9% |
| 5 | 25 | 0.9% |
| 8 | 23 | 0.9% |
| 10 | 20 | 0.8% |
| Other values (849) | 1388 |
| Value | Count | Frequency (%) |
| 0 | 899 | |
| 1 | 98 | 3.7% |
| 2 | 66 | 2.5% |
| 3 | 41 | 1.6% |
| 4 | 30 | 1.1% |
| 5 | 25 | 0.9% |
| 6 | 29 | 1.1% |
| 7 | 25 | 0.9% |
| 8 | 23 | 0.9% |
| 9 | 18 | 0.7% |
| Value | Count | Frequency (%) |
| 212183 | 1 | |
| 182485 | 1 | |
| 168107 | 1 | |
| 141258 | 1 | |
| 133802 | 1 | |
| 131441 | 1 | |
| 124219 | 1 | |
| 118712 | 1 | |
| 110927 | 1 | |
| 109023 | 1 |
| Distinct | 592 |
|---|---|
| Distinct (%) | 22.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.66274584 |
| Minimum | 0 |
|---|---|
| Maximum | 87.3 |
| Zeros | 34 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.1 |
| Q1 | 18.9 |
| median | 43 |
| Q3 | 55.9 |
| 95-th percentile | 64.5 |
| Maximum | 87.3 |
| Range | 87.3 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 20.33975045 |
|---|---|
| Coefficient of variation (CV) | 0.5400495901 |
| Kurtosis | -1.291098471 |
| Mean | 37.66274584 |
| Median Absolute Deviation (MAD) | 16.7 |
| Skewness | -0.2047583888 |
| Sum | 99580.3 |
| Variance | 413.7054485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 1.3% |
| 58.5 | 16 | 0.6% |
| 54.2 | 15 | 0.6% |
| 59.9 | 14 | 0.5% |
| 55.8 | 14 | 0.5% |
| 57 | 14 | 0.5% |
| 52.8 | 13 | 0.5% |
| 59.4 | 13 | 0.5% |
| 58.1 | 13 | 0.5% |
| 2.1 | 11 | 0.4% |
| Other values (582) | 2487 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1.4 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.1 | 11 | 0.4% |
| 2.2 | 7 | 0.3% |
| 2.3 | 6 | 0.2% |
| 2.4 | 5 | 0.2% |
| 2.5 | 8 | 0.3% |
| 2.6 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 87.3 | 1 | |
| 83.3 | 1 | |
| 82.8 | 1 | |
| 81.6 | 1 | |
| 77.6 | 1 | |
| 77.3 | 1 | |
| 77.1 | 1 | |
| 76.7 | 1 | |
| 76.2 | 1 | |
| 75.7 | 1 |
under-five deaths
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 240 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.16036309 |
| Minimum | 0 |
|---|---|
| Maximum | 2500 |
| Zeros | 747 |
| Zeros (%) | 28.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 23 |
| 95-th percentile | 136 |
| Maximum | 2500 |
| Range | 2500 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 168.4859286 |
|---|---|
| Coefficient of variation (CV) | 3.903718981 |
| Kurtosis | 99.81352476 |
| Mean | 43.16036309 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 9.090007872 |
| Sum | 114116 |
| Variance | 28387.50814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 329 | 12.4% |
| 2 | 163 | 6.2% |
| 4 | 141 | 5.3% |
| 3 | 121 | 4.6% |
| 12 | 50 | 1.9% |
| 6 | 40 | 1.5% |
| 10 | 38 | 1.4% |
| 9 | 38 | 1.4% |
| 8 | 35 | 1.3% |
| Other values (230) | 942 |
| Value | Count | Frequency (%) |
| 0 | 747 | |
| 1 | 329 | |
| 2 | 163 | 6.2% |
| 3 | 121 | 4.6% |
| 4 | 141 | 5.3% |
| 5 | 35 | 1.3% |
| 6 | 40 | 1.5% |
| 7 | 27 | 1.0% |
| 8 | 35 | 1.3% |
| 9 | 38 | 1.4% |
| Value | Count | Frequency (%) |
| 2500 | 1 | |
| 2400 | 1 | |
| 2300 | 1 | |
| 2200 | 1 | |
| 2100 | 1 | |
| 2000 | 2 | |
| 1900 | 1 | |
| 1800 | 1 | |
| 1700 | 1 | |
| 1600 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.96709531 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 19 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 78 |
| median | 93 |
| Q3 | 97 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 24.52152905 |
|---|---|
| Coefficient of variation (CV) | 0.2991630843 |
| Kurtosis | 3.408574123 |
| Mean | 81.96709531 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -2.045952733 |
| Sum | 216721 |
| Variance | 601.3053868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 349 | 13.2% |
| 98 | 235 | 8.9% |
| 97 | 191 | 7.2% |
| 96 | 189 | 7.1% |
| 95 | 161 | 6.1% |
| 94 | 132 | 5.0% |
| 93 | 106 | 4.0% |
| 92 | 86 | 3.3% |
| 91 | 66 | 2.5% |
| 88 | 64 | 2.4% |
| Other values (64) | 1065 |
| Value | Count | Frequency (%) |
| 0 | 19 | 0.7% |
| 3 | 7 | 0.3% |
| 4 | 11 | 0.4% |
| 5 | 8 | 0.3% |
| 6 | 11 | 0.4% |
| 7 | 21 | 0.8% |
| 8 | 37 | |
| 9 | 60 | |
| 17 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 349 | |
| 98 | 235 | |
| 97 | 191 | |
| 96 | 189 | |
| 95 | 161 | |
| 94 | 132 | 5.0% |
| 93 | 106 | 4.0% |
| 92 | 86 | 3.3% |
| 91 | 66 | 2.5% |
| 89 | 52 | 2.0% |
| Distinct | 796 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.431077912 |
| Minimum | 0 |
|---|---|
| Maximum | 17.24 |
| Zeros | 208 |
| Zeros (%) | 7.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.6775 |
| median | 5.55 |
| Q3 | 7.3725 |
| 95-th percentile | 9.6485 |
| Maximum | 17.24 |
| Range | 17.24 |
| Interquartile range (IQR) | 3.695 |
Descriptive statistics
| Standard deviation | 2.821981619 |
|---|---|
| Coefficient of variation (CV) | 0.5195988099 |
| Kurtosis | -0.1416073664 |
| Mean | 5.431077912 |
| Median Absolute Deviation (MAD) | 1.85 |
| Skewness | -0.03049886366 |
| Sum | 14359.77 |
| Variance | 7.96358026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 208 | 7.9% |
| 4.6 | 14 | 0.5% |
| 6.7 | 11 | 0.4% |
| 3.4 | 10 | 0.4% |
| 5.6 | 10 | 0.4% |
| 5.82 | 9 | 0.3% |
| 6.1 | 9 | 0.3% |
| 5.25 | 9 | 0.3% |
| 9.1 | 9 | 0.3% |
| 4.24 | 8 | 0.3% |
| Other values (786) | 2347 |
| Value | Count | Frequency (%) |
| 0 | 208 | |
| 0.37 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.74 | 1 | < 0.1% |
| 0.76 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 1.1 | 2 | 0.1% |
| 1.12 | 3 | 0.1% |
| 1.15 | 2 | 0.1% |
| 1.17 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 17.24 | 1 | |
| 14.39 | 1 | |
| 13.83 | 1 | |
| 13.76 | 1 | |
| 13.73 | 1 | |
| 13.71 | 1 | |
| 13.66 | 1 | |
| 13.63 | 1 | |
| 13.44 | 1 | |
| 13.38 | 1 |
| Distinct | 82 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.92662632 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 19 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 78 |
| median | 93 |
| Q3 | 97 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 24.50277201 |
|---|---|
| Coefficient of variation (CV) | 0.2990819116 |
| Kurtosis | 3.340316386 |
| Mean | 81.92662632 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -2.041433798 |
| Sum | 216614 |
| Variance | 600.3858364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 327 | 12.4% |
| 98 | 233 | 8.8% |
| 97 | 190 | 7.2% |
| 96 | 174 | 6.6% |
| 95 | 173 | 6.5% |
| 94 | 128 | 4.8% |
| 93 | 115 | 4.3% |
| 92 | 87 | 3.3% |
| 91 | 79 | 3.0% |
| 89 | 73 | 2.8% |
| Other values (72) | 1065 |
| Value | Count | Frequency (%) |
| 0 | 19 | 0.7% |
| 2 | 1 | < 0.1% |
| 3 | 4 | 0.2% |
| 4 | 12 | 0.5% |
| 5 | 8 | 0.3% |
| 6 | 16 | 0.6% |
| 7 | 17 | 0.6% |
| 8 | 37 | |
| 9 | 51 | |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 327 | |
| 98 | 233 | |
| 97 | 190 | |
| 96 | 174 | |
| 95 | 173 | |
| 94 | 128 | 4.8% |
| 93 | 115 | 4.3% |
| 92 | 87 | 3.3% |
| 91 | 79 | 3.0% |
| 89 | 73 | 2.8% |
| Distinct | 177 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.61709531 |
| Minimum | 0.1 |
|---|---|
| Maximum | 50.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.1 |
| Q3 | 0.8 |
| 95-th percentile | 7.285 |
| Maximum | 50.6 |
| Range | 50.5 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 4.82215012 |
|---|---|
| Coefficient of variation (CV) | 2.981982626 |
| Kurtosis | 40.63260529 |
| Mean | 1.61709531 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.803790413 |
| Sum | 4275.6 |
| Variance | 23.25313178 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 1600 | |
| 0.2 | 106 | 4.0% |
| 0.3 | 105 | 4.0% |
| 0.4 | 64 | 2.4% |
| 0.5 | 40 | 1.5% |
| 0.6 | 34 | 1.3% |
| 0.8 | 30 | 1.1% |
| 0.9 | 28 | 1.1% |
| 0.7 | 26 | 1.0% |
| 1.5 | 21 | 0.8% |
| Other values (167) | 590 | 22.3% |
| Value | Count | Frequency (%) |
| 0.1 | 1600 | |
| 0.2 | 106 | 4.0% |
| 0.3 | 105 | 4.0% |
| 0.4 | 64 | 2.4% |
| 0.5 | 40 | 1.5% |
| 0.6 | 34 | 1.3% |
| 0.7 | 26 | 1.0% |
| 0.8 | 30 | 1.1% |
| 0.9 | 28 | 1.1% |
| 1 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 50.6 | 1 | |
| 50.3 | 1 | |
| 49.9 | 1 | |
| 49.1 | 1 | |
| 48.8 | 1 | |
| 46.4 | 1 | |
| 43.7 | 1 | |
| 40.7 | 1 | |
| 40.2 | 1 | |
| 38.8 | 1 |
| Distinct | 2293 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6726.080237 |
| Minimum | 0 |
|---|---|
| Maximum | 119172.7418 |
| Zeros | 352 |
| Zeros (%) | 13.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 238.6268817 |
| median | 1254.65281 |
| Q3 | 5277.746332 |
| 95-th percentile | 38527.25734 |
| Maximum | 119172.7418 |
| Range | 119172.7418 |
| Interquartile range (IQR) | 5039.119451 |
Descriptive statistics
| Standard deviation | 13873.88146 |
|---|---|
| Coefficient of variation (CV) | 2.062699369 |
| Kurtosis | 13.782567 |
| Mean | 6726.080237 |
| Median Absolute Deviation (MAD) | 1254.65281 |
| Skewness | 3.390310702 |
| Sum | 17783756.15 |
| Variance | 192484586.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 352 | 13.3% |
| 166.231785 | 1 | < 0.1% |
| 1473.31923 | 1 | < 0.1% |
| 697.66385 | 1 | < 0.1% |
| 6376.183153 | 1 | < 0.1% |
| 47447.4762 | 1 | < 0.1% |
| 3821.8937 | 1 | < 0.1% |
| 4234.554443 | 1 | < 0.1% |
| 21896.6527 | 1 | < 0.1% |
| 1276.265 | 1 | < 0.1% |
| Other values (2283) | 2283 |
| Value | Count | Frequency (%) |
| 0 | 352 | |
| 1.68135 | 1 | < 0.1% |
| 3.685949 | 1 | < 0.1% |
| 4.6135745 | 1 | < 0.1% |
| 5.6687264 | 1 | < 0.1% |
| 8.376432 | 1 | < 0.1% |
| 11.147277 | 1 | < 0.1% |
| 11.33678 | 1 | < 0.1% |
| 11.553196 | 1 | < 0.1% |
| 11.631377 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 119172.7418 | 1 | |
| 115761.577 | 1 | |
| 114293.8433 | 1 | |
| 113751.85 | 1 | |
| 89739.7117 | 1 | |
| 88564.82298 | 1 | |
| 87998.44468 | 1 | |
| 87646.75346 | 1 | |
| 86852.7119 | 1 | |
| 85948.746 | 1 |
| Distinct | 2098 |
|---|---|
| Distinct (%) | 79.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10521518.87 |
| Minimum | 0 |
|---|---|
| Maximum | 1293859294 |
| Zeros | 540 |
| Zeros (%) | 20.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12859 |
| median | 622796.5 |
| Q3 | 5194998.75 |
| 95-th percentile | 42182320.9 |
| Maximum | 1293859294 |
| Range | 1293859294 |
| Interquartile range (IQR) | 5182139.75 |
Descriptive statistics
| Standard deviation | 56809774.24 |
|---|---|
| Coefficient of variation (CV) | 5.399389096 |
| Kurtosis | 345.7775414 |
| Mean | 10521518.87 |
| Median Absolute Deviation (MAD) | 622796.5 |
| Skewness | 17.1560811 |
| Sum | 2.781889588 × 1010 |
| Variance | 3.227350449 × 1015 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 540 | 20.4% |
| 444 | 4 | 0.2% |
| 718239 | 2 | 0.1% |
| 1141 | 2 | 0.1% |
| 127445 | 2 | 0.1% |
| 292 | 2 | 0.1% |
| 1888268 | 1 | < 0.1% |
| 2397436 | 1 | < 0.1% |
| 39145488 | 1 | < 0.1% |
| 2668289 | 1 | < 0.1% |
| Other values (2088) | 2088 |
| Value | Count | Frequency (%) |
| 0 | 540 | |
| 34 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 123 | 1 | < 0.1% |
| 135 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 292 | 2 | 0.1% |
| 297 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1293859294 | 1 | |
| 1179681239 | 1 | |
| 1161977719 | 1 | |
| 1144118674 | 1 | |
| 1126135777 | 1 | |
| 258162113 | 1 | |
| 255131116 | 1 | |
| 248883232 | 1 | |
| 242524123 | 1 | |
| 236159276 | 1 |
thinness 10-19 years
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 198 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.743910741 |
| Minimum | 0 |
|---|---|
| Maximum | 27.7 |
| Zeros | 34 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.415 |
| Q1 | 1.5 |
| median | 3.2 |
| Q3 | 7.2 |
| 95-th percentile | 13.3 |
| Maximum | 27.7 |
| Range | 27.7 |
| Interquartile range (IQR) | 5.7 |
Descriptive statistics
| Standard deviation | 4.467839082 |
|---|---|
| Coefficient of variation (CV) | 0.9418050477 |
| Kurtosis | 4.220610583 |
| Mean | 4.743910741 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.763873058 |
| Sum | 12542.9 |
| Variance | 19.96158606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 74 | 2.8% |
| 1.9 | 65 | 2.5% |
| 2.1 | 61 | 2.3% |
| 1.2 | 61 | 2.3% |
| 2.2 | 58 | 2.2% |
| 2 | 57 | 2.2% |
| 0.9 | 57 | 2.2% |
| 1.1 | 53 | 2.0% |
| 1.3 | 52 | 2.0% |
| 0.8 | 51 | 1.9% |
| Other values (188) | 2055 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.1 | 23 | |
| 0.2 | 39 | |
| 0.3 | 32 | |
| 0.4 | 5 | 0.2% |
| 0.5 | 35 | |
| 0.6 | 41 | |
| 0.7 | 44 | |
| 0.8 | 51 | |
| 0.9 | 57 |
| Value | Count | Frequency (%) |
| 27.7 | 1 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 27.4 | 1 | < 0.1% |
| 27.3 | 1 | < 0.1% |
| 27.2 | 2 | |
| 27.1 | 2 | |
| 27 | 3 | |
| 26.9 | 2 | |
| 26.8 | 2 | |
| 26.7 | 1 | < 0.1% |
thinness 5-9 years
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 204 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.778214826 |
| Minimum | 0 |
|---|---|
| Maximum | 28.6 |
| Zeros | 34 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1.5 |
| median | 3.2 |
| Q3 | 7.3 |
| 95-th percentile | 13.6 |
| Maximum | 28.6 |
| Range | 28.6 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 4.553417977 |
|---|---|
| Coefficient of variation (CV) | 0.9529538003 |
| Kurtosis | 4.632168812 |
| Mean | 4.778214826 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.831556234 |
| Sum | 12633.6 |
| Variance | 20.73361528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9 | 69 | 2.6% |
| 1.1 | 67 | 2.5% |
| 1.9 | 63 | 2.4% |
| 1 | 62 | 2.3% |
| 2.1 | 61 | 2.3% |
| 1.3 | 58 | 2.2% |
| 2 | 52 | 2.0% |
| 2.5 | 49 | 1.9% |
| 0.5 | 48 | 1.8% |
| 1.7 | 47 | 1.8% |
| Other values (194) | 2068 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 0.1 | 31 | |
| 0.2 | 45 | |
| 0.3 | 25 | 0.9% |
| 0.4 | 17 | 0.6% |
| 0.5 | 48 | |
| 0.6 | 38 | |
| 0.7 | 45 | |
| 0.8 | 36 | |
| 0.9 | 69 |
| Value | Count | Frequency (%) |
| 28.6 | 1 | |
| 28.5 | 1 | |
| 28.4 | 1 | |
| 28.3 | 1 | |
| 28.2 | 1 | |
| 28.1 | 1 | |
| 28 | 2 | |
| 27.9 | 1 | |
| 27.8 | 2 | |
| 27.7 | 1 |
Income composition of resources
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 622 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6028789713 |
| Minimum | 0 |
|---|---|
| Maximum | 0.948 |
| Zeros | 230 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.473 |
| median | 0.668 |
| Q3 | 0.781 |
| 95-th percentile | 0.89285 |
| Maximum | 0.948 |
| Range | 0.948 |
| Interquartile range (IQR) | 0.308 |
Descriptive statistics
| Standard deviation | 0.244039778 |
|---|---|
| Coefficient of variation (CV) | 0.4047906623 |
| Kurtosis | 0.7025925394 |
| Mean | 0.6028789713 |
| Median Absolute Deviation (MAD) | 0.145 |
| Skewness | -1.110901853 |
| Sum | 1594.012 |
| Variance | 0.05955541327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 230 | 8.7% |
| 0.7 | 15 | 0.6% |
| 0.739 | 12 | 0.5% |
| 0.636 | 12 | 0.5% |
| 0.86 | 11 | 0.4% |
| 0.797 | 11 | 0.4% |
| 0.735 | 11 | 0.4% |
| 0.703 | 11 | 0.4% |
| 0.877 | 11 | 0.4% |
| 0.686 | 11 | 0.4% |
| Other values (612) | 2309 |
| Value | Count | Frequency (%) |
| 0 | 230 | |
| 0.253 | 1 | < 0.1% |
| 0.255 | 1 | < 0.1% |
| 0.261 | 1 | < 0.1% |
| 0.266 | 1 | < 0.1% |
| 0.268 | 3 | 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.276 | 1 | < 0.1% |
| 0.278 | 1 | < 0.1% |
| 0.279 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.948 | 1 | < 0.1% |
| 0.945 | 1 | < 0.1% |
| 0.942 | 1 | < 0.1% |
| 0.941 | 1 | < 0.1% |
| 0.939 | 1 | < 0.1% |
| 0.938 | 1 | < 0.1% |
| 0.937 | 1 | < 0.1% |
| 0.936 | 5 | |
| 0.934 | 2 | 0.1% |
| 0.933 | 1 | < 0.1% |
Schooling
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 173 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.48267776 |
| Minimum | 0 |
|---|---|
| Maximum | 20.7 |
| Zeros | 141 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 20.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9.5 |
| median | 12.3 |
| Q3 | 14.2 |
| 95-th percentile | 16.9 |
| Maximum | 20.7 |
| Range | 20.7 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 4.170684252 |
|---|---|
| Coefficient of variation (CV) | 0.3632153004 |
| Kurtosis | 1.064846057 |
| Mean | 11.48267776 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | -0.9793273376 |
| Sum | 30360.2 |
| Variance | 17.39460713 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141 | 5.3% |
| 12.9 | 56 | 2.1% |
| 13.3 | 44 | 1.7% |
| 12.8 | 44 | 1.7% |
| 12.5 | 41 | 1.6% |
| 12.6 | 39 | 1.5% |
| 12.3 | 38 | 1.4% |
| 12.4 | 38 | 1.4% |
| 15.8 | 38 | 1.4% |
| 11.7 | 37 | 1.4% |
| Other values (163) | 2128 |
| Value | Count | Frequency (%) |
| 0 | 141 | |
| 2.8 | 1 | < 0.1% |
| 2.9 | 4 | 0.2% |
| 3 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.3 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.5 | 3 | 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.7 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 20.7 | 1 | < 0.1% |
| 20.6 | 1 | < 0.1% |
| 20.5 | 1 | < 0.1% |
| 20.4 | 3 | |
| 20.3 | 4 | |
| 20.1 | 2 | |
| 19.8 | 1 | < 0.1% |
| 19.7 | 1 | < 0.1% |
| 19.5 | 3 | |
| 19.3 | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Unnamed: 0 | Life expectancy | Adult Mortality | infant deaths | Alcohol | percentage expenditure | Hepatitis B | Measles | BMI | under-five deaths | Polio | Total expenditure | Diphtheria | HIV/AIDS | GDP | Population | thinness 10-19 years | thinness 5-9 years | Income composition of resources | Schooling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 65.0 | 263.0 | 62 | 0.01 | 71.279624 | 65.0 | 1154 | 19.1 | 83 | 6.0 | 8.16 | 65.0 | 0.1 | 584.259210 | 33736494.0 | 17.2 | 17.3 | 0.479 | 10.1 |
| 1 | 1 | 59.9 | 271.0 | 64 | 0.01 | 73.523582 | 62.0 | 492 | 18.6 | 86 | 58.0 | 8.18 | 62.0 | 0.1 | 612.696514 | 327582.0 | 17.5 | 17.5 | 0.476 | 10.0 |
| 2 | 2 | 59.9 | 268.0 | 66 | 0.01 | 73.219243 | 64.0 | 430 | 18.1 | 89 | 62.0 | 8.13 | 64.0 | 0.1 | 631.744976 | 31731688.0 | 17.7 | 17.7 | 0.470 | 9.9 |
| 3 | 3 | 59.5 | 272.0 | 69 | 0.01 | 78.184215 | 67.0 | 2787 | 17.6 | 93 | 67.0 | 8.52 | 67.0 | 0.1 | 669.959000 | 3696958.0 | 17.9 | 18.0 | 0.463 | 9.8 |
| 4 | 4 | 59.2 | 275.0 | 71 | 0.01 | 7.097109 | 68.0 | 3013 | 17.2 | 97 | 68.0 | 7.87 | 68.0 | 0.1 | 63.537231 | 2978599.0 | 18.2 | 18.2 | 0.454 | 9.5 |
| 5 | 5 | 58.8 | 279.0 | 74 | 0.01 | 79.679367 | 66.0 | 1989 | 16.7 | 102 | 66.0 | 9.20 | 66.0 | 0.1 | 553.328940 | 2883167.0 | 18.4 | 18.4 | 0.448 | 9.2 |
| 6 | 6 | 58.6 | 281.0 | 77 | 0.01 | 56.762217 | 63.0 | 2861 | 16.2 | 106 | 63.0 | 9.42 | 63.0 | 0.1 | 445.893298 | 284331.0 | 18.6 | 18.7 | 0.434 | 8.9 |
| 7 | 7 | 58.1 | 287.0 | 80 | 0.03 | 25.873925 | 64.0 | 1599 | 15.7 | 110 | 64.0 | 8.33 | 64.0 | 0.1 | 373.361116 | 2729431.0 | 18.8 | 18.9 | 0.433 | 8.7 |
| 8 | 8 | 57.5 | 295.0 | 82 | 0.02 | 10.910156 | 63.0 | 1141 | 15.2 | 113 | 63.0 | 6.73 | 63.0 | 0.1 | 369.835796 | 26616792.0 | 19.0 | 19.1 | 0.415 | 8.4 |
| 9 | 9 | 57.3 | 295.0 | 84 | 0.03 | 17.171518 | 64.0 | 1990 | 14.7 | 116 | 58.0 | 7.43 | 58.0 | 0.1 | 272.563770 | 2589345.0 | 19.2 | 19.3 | 0.405 | 8.1 |
Last rows
| Unnamed: 0 | Life expectancy | Adult Mortality | infant deaths | Alcohol | percentage expenditure | Hepatitis B | Measles | BMI | under-five deaths | Polio | Total expenditure | Diphtheria | HIV/AIDS | GDP | Population | thinness 10-19 years | thinness 5-9 years | Income composition of resources | Schooling | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2634 | 2634 | 73.3 | 135.0 | 0 | 0.01 | 565.967217 | 8.0 | 0 | 74.8 | 0 | 82.0 | 5.18 | 8.0 | 0.1 | 4192.349758 | 15782.0 | 0.1 | 0.1 | 0.716 | 14.3 |
| 2635 | 2635 | 73.2 | 137.0 | 0 | 0.01 | 584.944989 | 82.0 | 0 | 74.3 | 0 | 84.0 | 4.98 | 82.0 | 0.1 | 4266.557174 | 15328.0 | 0.1 | 0.1 | 0.718 | 14.3 |
| 2636 | 2636 | 73.0 | 138.0 | 0 | 0.01 | 63.802950 | 77.0 | 0 | 73.8 | 0 | 79.0 | 4.51 | 77.0 | 0.1 | 451.542462 | 14951.0 | 0.1 | 0.1 | 0.717 | 14.4 |
| 2637 | 2637 | 72.9 | 14.0 | 0 | 0.96 | 7.033981 | 82.0 | 0 | 73.3 | 0 | 84.0 | 4.60 | 82.0 | 0.1 | 445.188660 | 14577.0 | 0.1 | 0.1 | 0.712 | 14.4 |
| 2638 | 2638 | 72.8 | 142.0 | 0 | 1.24 | 471.830767 | 82.0 | 0 | 72.7 | 0 | 84.0 | 4.59 | 82.0 | 0.1 | 3547.599750 | 14137.0 | 0.1 | 0.1 | 0.707 | 14.4 |
| 2639 | 2639 | 72.5 | 147.0 | 0 | 1.08 | 4.783806 | 84.0 | 0 | 72.1 | 0 | 86.0 | 4.67 | 84.0 | 0.1 | 37.846563 | 1364.0 | 0.1 | 0.1 | 0.703 | 14.5 |
| 2640 | 2640 | 72.6 | 145.0 | 0 | 1.10 | 569.625504 | 84.0 | 0 | 71.5 | 0 | 88.0 | 5.13 | 86.0 | 0.1 | 3392.647430 | 135.0 | 0.1 | 0.1 | 0.698 | 14.5 |
| 2641 | 2641 | 72.5 | 146.0 | 0 | 2.05 | 568.869281 | 87.0 | 0 | 7.8 | 0 | 88.0 | 5.82 | 87.0 | 0.1 | 2932.315883 | 12357.0 | 0.1 | 0.1 | 0.698 | 14.5 |
| 2642 | 2642 | 72.4 | 148.0 | 0 | 1.79 | 503.588196 | 89.0 | 0 | 7.1 | 0 | 89.0 | 5.61 | 88.0 | 0.1 | 2892.522663 | 11689.0 | 0.1 | 0.1 | 0.695 | 14.6 |
| 2643 | 2643 | 72.3 | 15.0 | 0 | 1.57 | 689.944022 | 89.0 | 0 | 69.4 | 0 | 9.0 | 6.52 | 89.0 | 0.1 | 2594.749990 | 1141.0 | 0.1 | 0.1 | 0.694 | 14.6 |